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Test scope & comparison notes
These are recorded facts, not a unified ranking. Tested tiers and scope are not consistently recorded. Read pricing with its date and timing with its conditions. Privacy observations reflect visible flows and statements, not a security audit.
Cross-task capability coverage across selected products
Each product is scored independently per task edge; switch tasks below while keeping shared products selected| Task edge | imageseoforai.com | iLoveIMG | Switch / compare |
|---|---|---|---|
| Background removal | Not tested in topic | 83/100 2048 × 2048 · PNG | Compare in task topic → |
| Image compression | 93/100 2048 × 2048 · PNG | 92/100 2048 × 2048 · PNG | Active task |
| Image upscaling | Not tested in topic | 96/100 2048×2048 (PNG · 4.0x Full Resolution) · Historical description; output not attached | Compare in task topic → |
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Browse this task →| Criterion | Image SEO for AI Image compression 93/100 Seven-aspect task score Image SEO for AI excelled in the 2026-11-01 benchmark: fully guest-accessible and purely client-side via browser Canvas, reducing a 4.14 MB PNG by 54.7% to 1.87 MB with PSNR of 37.41 dB and SSIM of 0.9975, delivering full-resolution watermark-free PNG with zero server upload overhead. Tested export 2048 × 2048 · PNG Historical test · 2026-11-01 | iLoveIMG Compress Image Image compression 92/100 Seven-aspect task score Login-free compression downloads automatically and links to further edits, reducing this PNG by about 59%; processing is cloud-based with a deletion control. Tested export 2048 × 2048 · PNG Historical test · 2026-10-18 |
|---|---|---|
| Pricing & rules | ||
| Pricing plans | Image SEO for AI 100% free client-side image compression and SEO optimization · 2026-11-01 Plan · source date Monthly / one-time Annual bill / period Quota & limits Free2026-11-01 ↗ Free Free Free Completely free without registration, up to 100 images per batch (JPEG/PNG/WebP, up to 40 MB each) Batch compression, C2PA/AI tag and GPS removal, SEO renaming, alt text, IPTC/XMP keyword and copyright embedding；Runs purely in client browser; very large batches may depend on local machine memory；Permanently free, no renewal；Perpetual access 1 plan / billing-period records, all listed; — means that period is not recorded. All features are 100% free with no registration, no watermark, up to 100 images per batch (40MB each), running purely client-side. Cancellation, sources & verification recordCancellation and refund terms unverified Image SEO for AI Official Homepage ↗ · 2026-11-01 Capture 1 ↗ | Web single-user free, monthly, annual and enterprise quote; USD · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Basic2026-10-20 ↗ Free Free Free Basic tools and limited processing; AI background-removal allowance unspecified Premium2026-10-20 ↗ USD 9/month USD 60/year Annual 2,000 AI credits listed; refresh cycle not stated on the card All tools, priority support and no ads; 1–25 users selectable Monthly 2,000 AI credits; reset period not stated on the card 4 plan / billing-period records, all listed; — means that period is not recorded. Pricing, FAQ and removal entry were rechecked. Premium lists 2,000 AI credits, but these pages do not specify removal cost, free image count or credit refresh cycle. Unlimited document processing does not establish unlimited AI removal. FAQ says file-count/size limits block processing; prices include VAT, with region-dependent reverse-charge invoicing. Verification has gaps; unknown prices and quotas are not inferred. Cancellation, sources & verification recordUpgrade, downgrade or cancel in account settings; refund terms not separately verified. Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ Current pricing and AI credits ↗ · 2026-10-20 Capture 1 ↗ Official handling of usage limits ↗ · 2026-10-20 Capture 1 ↗ Background removal entry recheck ↗ · 2026-10-20 Capture 1 ↗ |
| Free & trial allowance on the test date | Completely free, 40MB per file, up to 100 images per batch | Free multi-image batch compression (up to 15–30 images per task) without a strict 5 MB single-file wall |
| Cancellation & refunds | Not verified | Upgrade, downgrade or cancel in account settings; refund terms not separately verified. |
| Disclosure of costs & limits | Interface transparently displays parameter settings and guidelines | Displays exact before/after KB and percentage saved immediately upon completion |
| Task quality | ||
| Measured fixture results | File reduction: 54.72% · Output size: 1873.8 KB | File reduction: 59.02% · Output size: 1695.6 KB |
| Fixture findings | Sample testing confirms: under default Balanced mode, it preserves 2048x2048 resolution and PNG format with smooth micro-edges, achieving 54.7% compression and a 91.2 overall benchmark rating. | Reduced the tested PNG by about 59% with automatic download and no login; other inputs remain untested. |
| Original historical observation | Image SEO for AI compresses images and strips metadata entirely inside browser Canvas; under default Balanced mode it reduces the 4.14 MB anchor by 54.7% to 1.87 MB with SSIM of 0.9975, maintaining great visual fidelity. | iLoveIMG compresses our 4.24 MB (2048×2048) anchor PNG down to 1,695.6 KB (-59.02%) in 3.4s without login and triggers an automatic download at PSNR=34.64 dB and SSIM=0.9953 (02_workspace.png, 03_download.png). |
| Suitable uses · historical assessment | E-commerce sellers and webmasters needing fast, free large-image compression preserving transparency and 2048px resolution | Users who need fast, no-login batch compression of high-resolution PNG/JPG images larger than 5 MB without paying or signing up |
| Result & output evidence | ||
| Delivery capabilities | ||
| Recorded export specifications | 2048 × 2048 · PNG · No watermark in test | 2048 × 2048 · PNG · No watermark in test |
| Historical specification note · not an official maximum | 2048×2048 (no-login full-resolution watermark-free direct PNG export) | 2048×2048 (native resolution preserved, watermark-free PNG auto-download) |
| Watermark observation | No watermark | Watermark-free |
| Batch & API | Supports up to 100 images per batch, up to 40MB each | Supports batch drag-and-drop, Google Drive / Dropbox import, and developer REST API |
| Recorded free-tier dimensions | 2048 × 2048 | 2048 × 2048 |
| Attached file dimensions | 2048 × 2048 · PNG | 2048 × 2048 · PNG |
| Speed & reliability | ||
| Timing observation | Recorded local processing time: 6.1s · End-to-end reference: 6.1s | Network-observed server wait: 3.4s · End-to-end reference: 5.6s |
| Date & fixture | 2026-11-01 · anchor_compress_v1 · US-West (California, AS2914) | 2026-10-18 · anchor_compress_v1 · US-West (California, AS2914) |
| Repeated tests & reliability | No standardized repetition count, success rate or variability range is recorded. | No standardized repetition count, success rate or variability range is recorded. |
| Interaction experience | ||
| Account requirements | No login in this test | No login in this test |
| Sign-in methods | All features available directly without registration or login | No login required for free batch compression |
| Manual adjustment | Not verified | Not verified |
| Interaction observations | Not verified | Zero registration gates or paywall traps; results download automatically and include a one-click server delete button. |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | Image SEO for AI (Christophe / Maison Lune) | iLoveIMG / iLovePDF |
| Recorded origin | Not verified | Barcelona, Spain |
| Domain history record | Not verified | 2016–Present (sister site of iLovePDF) |
| Background & reputation assessment | Not verified | Operated by the Barcelona-based iLovePDF / iLoveIMG team with ISO/IEC 27001 certification. |
| External reputation record | Not verified | Not verified |
| Engineering & privacy | ||
| Processing location | On-device processing | Uploaded for cloud processing |
| Third-party tracking record | No third-party services listed in this record; this is not proof that none exist. | Not verified |
| Engineering & privacy assessment | Not verified | HTTPS encrypted upload with an explicit trash button on the download screen to immediately wipe files from servers (auto-deleted within 2 hours). |
| Retention statement | This flow runs locally; post-close deletion not independently verified | Claims deletion within 2 hours; deletion not independently verified |
| Evaluation basis | ||
| Pricing transparency | 32.5 / 35 Free tier supports generous multi-file batch uploads without login or tight 5 MB per-file walls; after clicking 'Compress IMAGES', it displays 'Images are now 59% smaller!' and automatically triggers download (01_landing.png, 02_workspace.png, 03_download.png). | |
| Interaction restraint | 27.5 / 30 Zero registration gates or paywall traps; results download automatically and include a one-click server delete button. | |
| Background & reputation | 19 / 20 Operated by the Barcelona-based iLovePDF / iLoveIMG team with ISO/IEC 27001 certification. | |
| Engineering & privacy | 13.5 / 15 HTTPS encrypted upload with an explicit trash button on the download screen to immediately wipe files from servers (auto-deleted within 2 hours). | |
| Task quality | 58 / 65 Size Reduction: -54.72% (4137.9 KB → 1873.8 KB, 2.21× ratio) · PSNR: 37.41 dB · SSIM: 0.9975 | 58 / 65 Reduces the 4,137.9 KB 2048×2048 PNG to 1,695.6 KB (-59.02%, 2.44× ratio) while maintaining native PNG format, PSNR = 34.64 dB, and SSIM = 0.9953 (56.5/65) |
| Deliverable specifications | 20 / 20 Clean unwatermarked export (8/8); Export spec: 2048×2048 (no-login full-resolution watermark-free direct PNG export) | 20 / 20 Exports a watermark-free 2048×2048 PNG without login and supports larger single files than 5 MB-capped tools (19.5/20) |
| Processing speed | 14 / 15 Network-observed server wait: 6.1s (API mode: client_side; network upload 0s / end-to-end 6.1s shown for reference only, never penalized) | 13 / 15 Completes cloud compression in ~3.4s and automatically triggers browser download (13.5/15) |
